illustration of DNA strand and abstract shapes on a computer screen on a green gradient background

Medical, health, and genomics

Digital pathology helps decode tumor microenvironments for precision immunotherapy. GigaPath is a novel vision transformer that can scale to gigapixel whole-slide images by adapting dilated attention for digital pathology. In joint work with Providence and UW, we’re sharing Prov-GigaPath, the first whole-slide pathology foundation model pretrained on large-scale real-world data, for advancing clinical research and discovery.

GigaPath: Whole-Slide Foundation Model for Digital Pathology

Research Forum Ep2 | Panel | Transforming the Natural Sciences with AI

Research Forum 2 | Panel Discussion: Transforming the Natural Sciences with AI

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Scaling early detection of esophageal cancer with AI

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Microsoft Health Futures

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Published Date

Publication

Exploring the Boundaries of GPT-4 in Radiology

Qianchu Liu, Stephanie Hyland, Shruthi Bannur, Kenza Bouzid, Daniel Coelho de Castro, Maria Teodora Wetscherek, Robert Tinn, Harshita Sharma, Fernando Pérez-García, Anton Schwaighofer, Pranav Rajpurkar, Sameer Tajdin Khanna, Hoifung Poon, Naoto Usuyama, Anja Thieme, Aditya Nori, Matthew P Lungren, Ozan Oktay, Javier Alvarez-Valle

EMNLP 2023 | October 2023

Project

Microsoft Research Blog

Research Focus: Week of October 9, 2023

October 11, 2023 | Lester Mackey

Research Focus: Principal researcher Lester Mackey recognized for pioneering statistical and ML techniques; Pareto frontiers in neural feature learning; structural inequality in the influencer industry; new research on cardinality estimation.

Publication

Multioviz: an interactive platform for in silico perturbation and interrogation of gene regulatory networks

Helen Xie, Lorin Crawford, Ashley Conard

October 2023

BioarXiv | October 2023

Publication

Rural-urban disparities in health outcomes, clinical care, health behaviors, and social determinants of health and an action-oriented, dynamic tool for visualizing them

Bill Weeks, Ji E. Chang, José A. Pagán, Jeffrey Lumpkin, Divya Michael, Santiago Salcido, Allen Kim, Peter Speyer, Ann Aerts, James N. Weinstein, Juan M. Lavista Ferres

PLOS Global Public Health | October 2023

Project Project

Publication

Sensitivity analysis for causality in observational studies for regulatory science

Iván Díaz, Hana Lee, Emre Kiciman, E. Schenck, Mouna Akacha, Dean Follman, Debashis Ghosh

Journal of Clinical and Translational Science | October 2023, Vol 7

Project

Agent AI

Agent-based multimodal AI systems are becoming a ubiquitous presence in our everyday lives. A promising direction for making these systems more interactive is to embody them as agents within specific environments. The grounding of large…

Publication

Federated Learning with Neural Graphical Models

Urszula Chajewska, Harsh Shrivastava

Workshop on Advancements in Federated Learning (ECML-PKDD 2023) | September 2023

Publication

Neural Graphical Models

Harsh Shrivastava, Urszula Chajewska

European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2023) | September 2023

Project

Publication

Overview of the MEDIQA-Sum Task at ImageCLEF 2023: Summarization and Classification of Doctor-Patient Conversations

Wen-wai Yim, Asma Ben Abacha, Griffin Adams, Neal Snider, Meliha Yetisgen

CLEF 2023 Conference and Labs of the Evaluation Forum | September 2023

Publication

Overview of ImageCLEFmedical 2023 – Caption Prediction and Concept Detection

Johannes Rückert, Asma Ben Abacha, Alba Garcia Seco de Herrera, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Henning Müller, Christoph M. Friedrich

CLEF 2023 Conference and Labs of the Evaluation Forum | September 2023

Medical, health, and genomics

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